16 citations · 30 across the 13 of their papers we have counts for
13 papers
The Role of Electric Grid Research in Addressing Climate Change
Le Xie, Subir Majumder, Tong Huang +4
Addressing the urgency of climate change necessitates a coordinated and inclusive effort from all relevant stakeholders. Critical to this effort is the modeling, analysis, control,…
A Non-intrusive Decentralized Approach to Stabilizing IBR-dominated AC Microgrids
Tong Huang
This paper presents a non-intrusive, decentralized approach that stabilizes AC microgrids dominated by inverter-based resources (IBRs). By "non-intrusive" we mean that the approach…
Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality
Le Xie, Tong Huang, Xiangtian Zheng +6
The transition towards carbon-neutral electricity is one of the biggest game changers in addressing climate change since it addresses the dual challenges of removing carbon emissio…
Cyber-resilient Automatic Generation Control for Systems of AC Microgrids
Tong Huang, Dan Wu, Marija Ilic
In this paper we propose a co-design of the secondary frequency regulation in systems of AC microgrids and its cyber securty solutions. We term the secondary frequency regulator a…
Distributed Learning of Neural Lyapunov Functions for Large-Scale Networked Dissipative Systems
Amit Jena, Tong Huang, S. Sivaranjani +2
This paper considers the problem of characterizing the stability region of a large-scale networked system comprised of dissipative nonlinear subsystems, in a distributed and comput…
On an Information and Control Architecture for Future Electric Energy Systems
Le Xie, Tong Huang, P. R. Kumar +2
This paper presents considerations towards an information and control architecture for future electric energy systems driven by massive changes resulting from the societal goals of…
Massively Digitized Power Grid: Opportunities and Challenges of Use-inspired AI
Le Xie, Xiangtian Zheng, Yannan Sun +2
This article presents a use-inspired perspective of the opportunities and challenges in a massively digitized power grid. It argues that the intricate interplay of data availabilit…
A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids
Xiangtian Zheng, Nan Xu, Loc Trinh +5
The electric grid is a key enabling infrastructure for the ambitious transition towards carbon neutrality as we grapple with climate change. With deepening penetration of renewable…
Transient Stability Assessment of Networked Microgrids Using Neural Lyapunov Methods
Tong Huang, Sicun Gao, Le Xie
This paper proposes a novel transient stability assessment tool for networked microgrids based on neural Lyapunov methods. Assessing transient stability is formulated as a problem…
Detection of Cyber Attacks in Renewable-rich Microgrids Using Dynamic Watermarking
Tong Huang, Bin Wang, Jorge Ramos-Ruiz +3
This paper presents the first demonstration of using an active mechanism to defend renewable-rich microgrids against cyber attacks. Cyber vulnerability of the renewable-rich microg…
A Holistic Framework for Parameter Coordination of Interconnected Microgrids against Disasters
Tong Huang, Hongbo Sun, Kyeong Jin Kim +2
This paper proposes a holistic framework for parameter coordination of a power electronic-interfaced microgrid interconnection against natural disasters. The paper identifies a tra…
A Synchrophasor Data-driven Method for Forced Oscillation Localization under Resonance Conditions
Tong Huang, Nikolaos M. Freris, P. R. Kumar +1
This paper proposes a data-driven algorithm of locating the source of forced oscillations and suggests the physical interpretation of the method. By leveraging the sparsity of the…
An Online Detection Framework for Cyber Attacks on Automatic Generation Control
Tong Huang, Bharadwaj Satchidanandan, P. R. Kumar +1
We propose an online framework to detect cyber attacks on Automatic Generation Control (AGC). A cyber at- tack detection algorithm is designed based on the approach of Dynamic Wate…